Volume 30 Issue 4
Jul.  2021
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KRICHA Anis, KRICHA Zied, SAKLY Anis, “A Reframed Watermark Extraction Approach Using the ABC Algorithm,” Chinese Journal of Electronics, vol. 30, no. 4, pp. 736-742, 2021, doi: 10.1049/cje.2021.05.016
Citation: KRICHA Anis, KRICHA Zied, SAKLY Anis, “A Reframed Watermark Extraction Approach Using the ABC Algorithm,” Chinese Journal of Electronics, vol. 30, no. 4, pp. 736-742, 2021, doi: 10.1049/cje.2021.05.016

A Reframed Watermark Extraction Approach Using the ABC Algorithm

doi: 10.1049/cje.2021.05.016
  • Received Date: 2017-06-19
    Available Online: 2021-07-19
  • Publish Date: 2021-07-05
  • The fast development and the rapid spread of information technology have raised the issue of digital-image copyright protection, which was mostly addressed through robust watermarking. To ensure the survival of the watermark after attacks, most works have been making use of an additional step at the embedding phase, and by so making the scheme unsuitable for real-time implementation. However, to be effective and secure, it is recommended to combine the watermarking algorithm and the capture sensor in one device. In this paper, we brought the extra stage to the detection side. We firstly studied the effect of some signal processing operations on a watermarked image, then we proposed a general model for watermark extraction whose parameters were determined using the artificial bee colony. The efficacy of the proposed method was validated by comparing its robustness with two state-of-art schemes focusing on the watermark extraction.

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  • R. Singh and A. Ashok, "An optimized robust watermarking technique using CKGSA in frequency domain", Journal of Information Security and Applications, Vol.58, pp.2214-2126, 2021.
    A.I. Hammouri, B. Alrifai and H. Al-Hiary, "An intelligent watermarking approach based particle swarm optimization in discrete wavelet domain", IJCSI International Journal of Computer Science Issues, Vol.10, No.2, pp.330-338, 2013.
    A.A. Farhan and S. Bilal, "A novel fast and robust digital image watermarking using bee algorithm", Proc. of IEEE International Conference on Multitopic Conference (INMIC), Karachi, Pakistan, pp.82-86, 2011.
    S.P. Maity, S. Maity and J. Sil, "On optimization of spread spectrum watermarking with variable embedding rate", Proc. of IEEE International Conference on Signal Processing and Communications (SPCOM), Bangalore, India, pp.1-5, 2010.
    G. Budiman, L. Novamizanti and I. Iwut, "Genetics algorithm optimization of DWT-DCT based image Watermarking", Journal of Physics:Conference Series, Vol.795, p. 12039, 2017.
    A. Mishra, C. Agarwal, A. Sharma, et al., "Optimized gray-scale image watermarking using DWT-SVD and Firefly Algorithm", Expert Systems with Applications, Vol.41, No.17, pp.7858-7867, 2014.
    J.Han, X. Zhao and C. Qiu, "A digital image watermarking method based on host image analysis and genetic algorithm", Journal of Ambient Intelligence and Humanized Computing, Vol.7, No.1, pp.37-45, 2016.
    Y. Shen, C. Tang, M. Xu, et al., "A DWT-SVD based adaptive color multi-watermarking scheme for copyright protection using AMEF and PSO-GWO", Multimedia Tools and Applications, vol.168, pp.1-16, 2021.
    S. Sharma, H. Sharma, J.B. Sharma, et al., "A secure and robust color image watermarking using nature-inspired intelligence", Neural Computing and Applications, January 2021.
    A.M. Cheema, S.M. Adnan and Z. Mehmood, "A novel optimized semi-blind scheme for color image watermarking", IEEE Access, Vol.8, pp.169525-169547, 2020.
    J.Wang, H. Peng and P. Shi, "An optimal image watermarking approach based on a multi-objective genetic algorithm", Information Sciences, Vol.181, No.24, pp.5501-5514, 2011.
    A.M. Abdelhakim, H. I. Saleh and A. M. Nassar, "A quality guaranteed robust image watermarking optimization with artificial bee colony", Expert Systems with Applications, Vol.72, pp.317-326, 2017.
    X. Kang, J. Huang and W. Zeng, "Improving robustness of quantization-based image watermarking via adaptive receiver", IEEE Transactions on Multimedia, Vol.10, No.6, pp.953-959, 2008.
    I.D. Shterev, "Quantization-based watermarking:Methods for amplitude scale estimation, security, and linear filtering invariance", Ph.D. Thesis, Delft University of Technology, Nederlands, 2007.
    V.S. Verma, R.K. Jha and A. Ojha, "Digital watermark extraction using support vector machine with principal component analysis based feature reduction", Journal of Visual Communication and Image Representation, Vol.31, pp.75-85, 2015.
    A. Zaidi, R. Boyer and P. Duhamel, "Audio watermarking under desynchronization and additive noise attacks", IEEE Transactions on Signal Processing, Vol.54, No.2, pp.570-584, 2006.
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